AI Dev Lab

Mentoring Tomorrow's AI Developers

Tag: Cloud Computing

  • Understand Any AWS Environment with AI and the AWS CLI

    Understand Any AWS Environment with AI and the AWS CLI

    You inherited an AWS account and nobody can tell you how the pieces fit together. Here is a fast, read-only workflow that pairs the AWS CLI with an AI assistant to map compute, networking and routing —* and turn the raw JSON into clean architecture diagrams. 1. Why CLI + AI beats clicking around the console The…

  • Automatic Company Data Retrieval by Tax ID – Integration with Polish Registries

    Automatic Company Data Retrieval by Tax ID – Integration with Polish Registries

    Filling out order forms is one of the most frustrating aspects of online shopping. Customers must manually enter company details: name, address, postal code, city. If there’s an error – the invoice may be incorrect. Can this be simplified? It turns out, yes. Polish public registries provide APIs that allow automatic retrieval of company data…

  • The Fast Track to Failure? How to Quickly Verify AI-Generated Applications – Checklist

    The Fast Track to Failure? How to Quickly Verify AI-Generated Applications – Checklist

    As a lead software engineer, I’ve recently encountered a troubling trend. Many developers, including some who teach AI coding workshops, are fascinated by the ability to create applications with a single prompt. Like most “vibe coders,” they’ve never built, deployed, or maintained production applications independently—especially in large, distributed ecosystems with international, ever-changing teams and requirements.…

  • Middleware on Netlify with Next.js

    Yes, there are known issues with Next.js middleware (middleware.ts) on Netlify, and these can cause your pages not to display or route correctly in production, even if everything works locally. TL;DRread documentation:https://docs.netlify.com/frameworks/next-js/runtime-v4/redirects-and-rewrites/ Key Issues Identified Workarounds and Recommendations Summary Table Issue Type Impact on Netlify Workaround/Advice Middleware runs on all paths Causes 404s, breaks static…

  • Newsweek PL w wersji dla iPad – początek rewolucji

    Newsweek PL w wersji dla iPad – początek rewolucji

    Pojawienie się aplikacji Newsweek PL i pierwszego darmowego numeru czasopisma w wersji na iPada zapowiada długo wyczekiwaną rewolucję w przejściu z papieru na wersje elektroniczne. A w zasadzie to już jest rewolucja – i to w doskonałym wykonaniu. Październikowy numer Newsweek w wersji elektronicznej to już nie odbicie wersji papierowej, ale pełnoprawne wydanie przygotowane specjalnie…